Liau Joy, Vedantham Srinivasan, Babiker Hani M, McGlothin Travis, Martin Diego R
Department of Radiology, University of California at San Diego, San Diego, CA, USA.
Departments of Medical Imaging and Biomedical Engineering, University of Arizona, Tucson, AZ, USA.
Ann Pancreat Cancer. 2020 Nov;3. doi: 10.21037/apc-20-25. Epub 2020 Nov 25.
We theoretically derived a new quantitative metric reflecting the product of T1 signal intensity and contrast media concentration () using first principles for the signal provided by the gradient echo sequence. This metric can be used with conventional gadolinium contrast-enhanced magnetic resonance imaging (CE-MRI) exams. We used this metric to test our hypothesis that gadolinium enhancement changes with pancreatic ductal adenocarcinoma (PDA) treatment response, and that this metric may differentiate responders from non-responders.
Out of 264 initially identified patients, a final total of 35 patients with PDA were included in a retrospective study of responders (n=24) and non-responders (n=11), which used changes in cancer antigen 19-9 (CA 19-9) and tumor size as reference standards. was computed for the pancreatic mass in the arterial, portal venous, and delayed phases in pre-treatment and post-treatment MRIs. Changes in measurements and correlations with treatment response were assessed by repeated measures analysis of variance and paired -tests.
In the treatment responder group, significantly increased in the arterial, portal venous, and delayed phases (P=7.57e-5, P=3.25e-4, P=1.75e-4). In the non-responder group, did not significantly change in any phase (P>0.58). Post-treatment significantly differed between responders and non-responders (P=0.044) by repeated measures analysis of variance.
significantly increases in all phases of CE-MRI in responders to treatment, but does not change in non-responders. correlates with treatment response, can be computed from clinical MRI exams, and may be useful as an additional metric to stratify patients undergoing treatment.
我们从理论上推导了一种新的定量指标,该指标利用梯度回波序列提供信号的基本原理反映T1信号强度与造影剂浓度的乘积()。此指标可用于传统的钆增强磁共振成像(CE-MRI)检查。我们使用该指标来检验我们的假设,即钆增强随胰腺导管腺癌(PDA)治疗反应而变化,并且该指标可区分反应者与无反应者。
在最初确定的264例患者中,最终共有35例PDA患者纳入了一项针对反应者(n = 24)和无反应者(n = 11)的回顾性研究,该研究将癌抗原19-9(CA 19-9)和肿瘤大小的变化作为参考标准。在治疗前和治疗后的MRI中,计算胰腺肿块在动脉期、门静脉期和延迟期的。通过重复测量方差分析和配对检验评估测量值的变化及其与治疗反应的相关性。
在治疗反应者组中,动脉期、门静脉期和延迟期的均显著增加(P = 7.57e-5,P = 3.25e-4,P = 1.75e-4)。在无反应者组中,各期均无显著变化(P>0.58)。通过重复测量方差分析,反应者和无反应者治疗后的有显著差异(P = 0.044)。
治疗反应者在CE-MRI各期均显著增加,而无反应者则无变化。与治疗反应相关,可从临床MRI检查中计算得出,可能作为对接受治疗的患者进行分层的额外指标。